openai

OpenAI: GPT-5.4 Pro (batch)

The OpenAI GPT-5.4 Pro (batch) is a versatile AI model capable of processing text, images, and files, with an impressive context length of 1 million tokens and the ability to support reasoning tasks. It can handle structured outputs but does not currently offer open weights or independent benchmarking data. This model stands as a strong contender for projects requiring diverse input modalities and robust reasoning capabilities; however, its premium price of $90 per million output tokens might be prohibitive for budget-conscious users. Given the lack of comprehensive benchmark coverage, it is best suited for organizations willing to invest in high-quality AI solutions without stringent performance metrics.

Quality Score
85/100
price + capability + benchmarks
Input Price
$15.00
per 1M tokens
Output Price
$90.00
per 1M tokens
Context Window
1,050,000
tokens
Model ID
openai/gpt-5.4-pro:batch
Vendor
openai
Released
March 2026
Tokenizer
GPT
Input Modalities
text, image, file
Output Modalities
text
Max Output
128,000 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
no
Moderated
yes

What it costs in practice

Computed from the current $15.00/M input and $90.00/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.58
Classify 1,000 customer emails 500k in / 50k out $12.00
A month of a busy support chatbot 5M in / 2M out $255.00

Similar models

Quick answers

How much does OpenAI: GPT-5.4 Pro (batch) cost?
$15.00 per million input tokens and $90.00 per million output tokens.
What is OpenAI: GPT-5.4 Pro (batch)'s context window?
1,050,000 tokens, roughly 1,575 pages of text in a single request.
Does OpenAI: GPT-5.4 Pro (batch) support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can OpenAI: GPT-5.4 Pro (batch) process images?
Yes, it accepts image input.